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Intro to Data Science: What is Data Science?

Steve Brunton
8 min
Beginner
Video
Theory

This lecture provides an overview of the various components of data science, including data collection, cleaning, and curation, along with visualization, analysis, and machine learning (i.e...

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Respect the Unstable

Gunter Stein
71 min
Beginner
Video
Theory

An understanding of fundamental limitations is an essential element in all engineering. Shannon's early results on channel capacity have always had center court in signal processing...

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Control Bootcamp: LQG Example in Matlab

Steve Brunton
13 min
Beginner
Video
Theory

This video combines the LQR and Kalman filter in Matlab on the example of an inverted pendulum on a cart. We stabilize the full nonlinear system with a measurement of a single variable (the...

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Interactive Tool about PID tuning rules

Jose Luis Guzman, Karl Johan Astrom, Sebastian Dormido, Tore Hagglund, Manuel Berenguel, and Yves Piguet
Intermediate
App
Application

Hundreds of PID design methods are available in literature. Many of them are very similar and sometimes it is not straightforward to understand their purposes. This interactive software tool...

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Cohen-Coon Tuning

Jacques Smuts
15 min
Intermediate
Article / Blog
Application

A procedure and commentary on this tuning approach that includes deadtime.

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MATLAB toolbox for control 101 course

Anthony Rossiter
Beginner
Software
Theory

Community toolbox project led by Anthony Rossiter and sponsored by MathWorks. The project incorporates input from various international collaborators. The aim is to make the developed...

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System Identification: Regression Models

Steve Brunton
5 min
Intermediate
Video
Theory

This lecture provides an overview of modern data-driven regression methods for linear and nonlinear system identification, based on the dynamic mode decomposition (DMD), Koopman theory, and...

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3D Kinematics, Free Falling, Reference Frames

Lectures by Professor Walter Lewin, MIT OCW
53 min
Intermediate
Video
Theory

Walter Lewin is one of the most reputed professors and was a former lecturer at MIT. His free to watch series on YouTube titled 8.01 is an excellent one for undergrads and high school...

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So You Want to be a Systems Engineer

Gentry Lee, posted by Pythonista
53 min
Beginner
Video
Theory

A presentation by Gentry Lee on what qualities and characteristics make a great systems engineer. At the time of the presentation, Gentry Lee was the Chief Engineer for the Solar System...

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